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cityscapes

Here are 107 public repositories matching this topic...

HRNet / HRNet-Semantic-Segmentation

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The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

transformer segmentation high-resolution semantic-segmentation cityscapes pascal-context lip high-resolution-net hrnets segmentation-transformer

Updated Jul 20, 2021
Python

CoinCheung / BiSeNet

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Add bisenetv2. My implementation of BiSeNet

pytorch cityscapes tensorrt ncnn cocostuff bisenet bisenetv2

Updated Aug 27, 2021
Python

linksense / LightNet

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LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

pytorch segmentation semantic-segmentation cityscapes wide-residual-networks mobilenet shufflenet light-weight-net mobilenetv2 mobilenet-v2 deeplabv3 deeplabv3plus mapillary-vistas-dataset inplace-activated-batchnorm mobilenetv2plus rfmobilenetv2plus semantic-context-loss light-weight-networks scse-aspp

Updated Feb 23, 2020
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xiaoyufenfei / Efficient-Segmentation-Networks

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Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

computer-vision pytorch neural-networks segmentation image-segmentation semantic-segmentation cityscapes scene-understanding semantic-segmentation-models camvid real-time-semantic-segmentation efficient-segmentation-networks lightweight-semantic-segmentation driving-scene-understanding

Updated May 10, 2020
Python

NVlabs / SegFormer

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Official PyTorch implementation of SegFormer

transformer semantic-segmentation cityscapes ade20k

Updated Aug 13, 2021
Python

TuSimple / TuSimple-DUC

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Understanding Convolution for Semantic Segmentation

python deep-neural-networks deep-learning mxnet convolution semantic-segmentation cityscapes

Updated Mar 21, 2018
Python

LikeLy-Journey / SegmenTron

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Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

pytorch coco eval ccnet cityscapes mobilenet xception deeplabv3plus deeplab-v3-plus fast-scnn hrnet pointrend

Updated Nov 6, 2020
Python

VainF / DeepLabV3Plus-Pytorch

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DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes

pytorch segmentation pascal-voc cityscapes deeplabv3 deeplabv3plus

Updated Sep 30, 2021
Python

VITA-Group / FasterSeg

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[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

latency pytorch semantic-segmentation cityscapes tensorrt neural-architecture-search

Updated Sep 8, 2021
Python

wutianyiRosun / Segmentation.X

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Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation

cityscapes pascal-voc2012 pascal-context camvid sem-seg ins-seg pan-seg vid-seg

Updated Jan 8, 2020
Python

panoptic-deeplab

bowenc0221 / panoptic-deeplab

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This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

pytorch bottom-up semantic-segmentation cityscapes deeplab instance-segmentation panoptic-segmentation sementation detectron2 cvpr2020

Updated Feb 3, 2021
Python

hellochick / ICNet-tensorflow

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Open

README instructions not working for training on my own dataset

46

ogail commented Mar 7, 2018

Hi,
I tried to follow README instructions for training on my own dataset but it didn't work. Here is what I did:

Update DATA_DIR to point to dataset dir
Update DATA_LIST_PATH to point to train dataset list file.
Update INPUT_SIZE to '1280, 720'
Update NUM_CLASSES to 1
Update LAMBDA1 and LAMBDA2 to 0.4 and 0.6 respectively.

Then ran cmd

python train.py

Read more

good first issue

sacmehta / EdgeNets

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This repository contains the source code of our work on designing efficient CNNs for computer vision

cnn pytorch object-detection semantic-segmentation pascal-voc cityscapes mscoco imagenet-classifier imagenet-dataset cnn-classification shufflenetv2 espnetv2 dicenet

Updated Jul 20, 2021
Python

Eromera / erfnet_pytorch

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Pytorch code for semantic segmentation using ERFNet

semantic pytorch segmentation semantic-segmentation cityscapes erfnet

Updated Dec 5, 2019
Python

itijyou / ademxapp

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Code for https://arxiv.org/abs/1611.10080

semantic-segmentation resnet-38 cityscapes

Updated Aug 19, 2020
Python

hellochick / PSPNet-tensorflow

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TensorFlow-based implementation of "Pyramid Scene Parsing Network".

semantic-segmentation cityscapes pspnet ade20k pspnet-tensorflow

Updated Jun 3, 2019
Python

saic-vul / adaptis

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[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829

mxnet pytorch cityscapes instance-segmentation ms-coco mapillary-vistas-dataset panoptic-segmentation adaptis

Updated Mar 17, 2021
Jupyter Notebook

lxtGH / DecoupleSegNets

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Implementation of Our ECCV2020-work: Improving Semantic Segmentation via Decoupled Body and Edge Supervision

bdd semantic-segmentation cityscapes camvid

Updated Aug 4, 2021
Python

tfzhou / ContrastiveSeg

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ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

semantic-segmentation cityscapes pascal-context hard-example-mining contrastive-learning pixel-contrast

Updated Sep 29, 2021
Python

layumi / Seg-Uncertainty

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IJCAI2020 & IJCV 2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

pytorch self-driving-car gta5 transfer-learning semantic-segmentation ijcai robotcar cityscapes domain-adaptation synthia domainadaptation pytorch-implementation mrnet ijcai2020

Updated Sep 19, 2021
Python

manydepth

nianticlabs / manydepth

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[CVPR 2021] Self-supervised depth estimation from short sequences

pytorch cvpr depth-estimation cityscapes kitti monodepth self-supervised self-supervised-learning depths cvpr2021 cost-volumes estimating-depths

Updated Aug 25, 2021
Python

fastseg

ekzhang / fastseg

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📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

computer-vision deep-learning pytorch semantic-segmentation kitti-dataset cityscapes edge-computing deeplabv3 mapillary-vistas-dataset aspp mobilenetv3 efficientnet

Updated Mar 30, 2021
Python

linksense / LightNetPlusPlus

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LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation

pytorch apex attention-mechanism semantic-segmentation mixnet cityscapes mobilenetv2 mobilenetv2plus unsharp-masking aspp deeplab-v3-plus deepdrive shufflenetv2 lightnet shufflenetv2plus inplaceabn dense-aspp light-weighted-network efficientnet bifpn

Updated Mar 24, 2020
Python

wutianyiRosun / CGNet

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CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]

pytorch semantic-segmentation cityscapes camvid

Updated Dec 24, 2020
Python

PingoLH / FCHarDNet

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Fully Convolutional HarDNet for Segmentation in Pytorch

semantic-segmentation cityscapes iccv2019

Updated Aug 16, 2021
Python

MaybeShewill-CV / bisenetv2-tensorflow

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Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"

deep-learning semantic-segmentation cityscapes camvid bisenet real-time-semantic-segmentation tensorflow-segmentation bisenetv2

Updated Feb 12, 2021
Python

Serge-weihao / CCNet-Pure-Pytorch

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Criss-Cross Attention (2d&3d) for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.

tensorflow pytorch attention ccnet cityscapes non-local criss-cross-attention 3d-ccnet

Updated Apr 4, 2021
Python

bethgelab / robust-detection-benchmark

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Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

game-of-thrones object-detection autonomous-driving pascal-voc cityscapes robustness distortions ms-coco corruptions

Updated Jul 25, 2019
Jupyter Notebook

DrSleep / nas-segm-pytorch

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Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19

real-time pytorch semantic-segmentation depth-estimation cityscapes neural-architecture-search camvid cvpr-2019 dense-per-pixel-tasks wacv2020

Updated Jun 25, 2020
Smalltalk

CoinCheung / DeepLab-v3-plus-cityscapes

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mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).

pytorch segmentation cityscapes deeplabv3plus

Updated May 11, 2020
Python

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